{"id":"W2617250680","doi":"10.1093/mnras/stx1290","title":"Episodic mass ejections from common-envelope objects","year":2017,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Science and Technology Facilities Council","keywords":"Common envelope; Envelope (radar); Physics; Astrophysics; Amplitude; Spiral (railway); Phase (matter); Dissipation; Optics; Stars; White dwarf; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002323622,0.0003396518,0.0004181538,0.0002860632,0.000492889,0.0007425408,0.0006643872,0.0006810584,0.0009433145],"category_scores_gemma":[0.001273308,0.0002789829,0.0004728535,0.0002549459,0.0004986012,0.0005610914,0.001020814,0.0003568646,0.0001400227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007697168,"about_ca_system_score_gemma":0.0002650167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696258,"about_ca_topic_score_gemma":0.003164569,"domain_scores_codex":[0.9999269,0.00001040536,0.000004050499,0.0000151282,0.00001240861,0.00003107588],"domain_scores_gemma":[0.9997355,0.00006843908,0.00005807717,0.00003011642,0.00001554913,0.00009231916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007714991,0.0003171519,0.2060959,0.0001355006,0.0002998739,0.002998451,0.001128289,0.7242334,0.04766371,0.005700457,0.001037246,0.009618517],"study_design_scores_gemma":[0.0001820644,0.0003254116,0.08140866,0.00002298324,0.00006777186,0.0005297223,0.000373417,0.9071404,0.005378854,0.002934474,0.001589783,0.00004632291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998742,0.0000192282,0.0005603152,0.00002237029,0.000004204471,0.000004966064,0.00003999444,0.00003583838,0.0005711491],"genre_scores_gemma":[0.9993618,0.00001467011,0.000375005,0.00001015982,0.000002369398,0.00000488393,0.00007285065,0.000009881761,0.0001484303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003696258,"threshold_uncertainty_score":0.007349491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177693802564671,"score_gpt":0.2195691438431033,"score_spread":0.2077922058174566,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}